2 Repos
Awesome GitHub RepositoriesAnswer Filtering
Mechanisms for refining retrieved data nodes to improve the quality and relevance of generated outputs.
Distinguishing note: Focuses on post-retrieval refinement and filtering, distinct from initial retrieval or synthesis.
Explore 2 awesome GitHub repositories matching artificial intelligence & ml · Answer Filtering. Refine with filters or upvote what's useful.
Awesome Answer Filtering GitHub Repositories
Finde die besten Repos mit KI.Wir suchen mit KI nach den am besten passenden Repositories.
- run-llama/llama_index
run-llama/llama_index
50,306Auf GitHub ansehenLlamaIndex is a comprehensive development framework designed to connect private or external data sources to large language models. It functions as a data-centric toolkit that enables the construction of retrieval-augmented generation systems, allowing developers to build applications that provide context-aware answers based on specific organizational information. The project distinguishes itself through a robust agentic orchestration engine that supports the creation of autonomous agents capable of multi-step reasoning, memory management, and complex tool execution. Beyond simple retrieval, i
LlamaIndex filters irrelevant input nodes during the refinement process using structured function calling to improve the quality and relevance of generated answers.
Pythonagentsapplicationdata - opendcai/dataflow
OpenDCAI/DataFlow
2,926Auf GitHub ansehenDataFlow is an agent-based workflow orchestrator and data pipeline designed to synthesize, clean, and augment large-scale datasets for training large language models. It functions as a synthetic data generator and text curation tool, utilizing an intelligent assistant to assemble modular processing operators into functional pipelines based on user requirements. The project distinguishes itself through a low-code approach, providing a web-based visual interface for designing and monitoring multi-stage execution flows. It features an operator-based registry system that allows for the integratio
Filters generated answers by format and length and verifies accuracy against ground truth.
Pythondatadata-agentdata-cleaning
